age
float64
1
455
sex
stringclasses
3 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_medication
stringclasses
2 values
sick
stringclasses
2 values
pregnant
stringclasses
2 values
thyroid_surgery
stringclasses
2 values
I131_treatment
stringclasses
2 values
query_hypothyroid
stringclasses
2 values
query_hyperthyroid
stringclasses
2 values
lithium
stringclasses
2 values
goitre
stringclasses
2 values
tumor
stringclasses
2 values
hypopituitary
stringclasses
1 value
psych
stringclasses
2 values
TSH_measured
stringclasses
2 values
TSH
float64
0.01
530
T3_measured
stringclasses
2 values
T3
float64
0.1
8.5
TT4_measured
stringclasses
2 values
TT4
float64
2
430
T4U_measured
stringclasses
2 values
T4U
float64
0.25
2.32
FTI_measured
stringclasses
2 values
FTI
float64
2
395
TBG_measured
stringclasses
1 value
TBG
float64
referral_source
stringclasses
5 values
Class
stringclasses
2 values
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.2
f
null
t
88
t
0.95
t
92
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.1
t
82
t
0.88
t
93
f
null
other
negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.1
f
null
t
150
t
0.99
t
151
f
null
other
negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
f
null
t
103
t
1.01
t
102
f
null
SVI
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
1.4
t
85
t
0.93
t
92
f
null
other
negative
55
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
2.5
t
1.9
t
109
t
1.04
t
104
f
null
SVI
negative
31
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
0.95
t
2.6
t
152
t
1.4
t
110
f
null
other
negative
76
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
t
3.7
t
142
t
1.13
t
126
f
null
SVI
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.8
t
1.2
t
97
t
0.9
t
107
f
null
SVI
negative
39
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
3.2
t
108
t
1.07
t
100
f
null
STMW
negative
57
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
1.6
t
141
t
0.89
t
158
f
null
other
negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.4
t
1
t
84
t
0.69
t
121
f
null
SVI
sick
54
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
f
null
f
null
t
96
t
1.28
t
75
f
null
other
negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.4
t
75
t
0.74
t
101
f
null
SVI
negative
69
M
t
f
f
f
f
f
t
f
t
f
f
f
f
f
t
0.3
t
2.6
t
89
t
1.1
t
81
f
null
other
negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.04
t
3.8
t
131
t
1.05
t
125
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.7
t
79
t
0.95
t
83
f
null
other
negative
56
F
f
f
f
t
f
f
f
f
f
f
f
t
f
f
t
0.2
t
2.5
t
138
t
1.15
t
119
f
null
SVI
negative
79
M
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.02
t
2.4
t
99
t
0.73
t
135
f
null
other
negative
59
M
f
f
f
f
f
f
t
f
f
f
f
f
f
f
t
0.3
t
1.6
t
112
t
0.75
t
148
f
null
other
negative
65
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.47
t
0.8
t
154
t
0.75
t
204
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.2
t
182
t
1.37
t
133
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.8
t
3.1
t
110
t
1.08
t
102
f
null
SVHC
negative
13
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.9
t
3.3
t
113
t
1.23
t
92
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
t
2.3
t
98
t
0.92
t
106
f
null
other
negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
1.7
t
138
t
1.03
t
134
f
null
SVI
negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.74
t
0.5
t
85
t
0.77
t
110
f
null
SVI
sick
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.7
t
2.2
t
83
f
null
f
null
f
null
other
negative
66
M
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.05
t
1.8
t
133
t
1.02
t
130
f
null
SVI
negative
29
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.33
t
2.2
t
142
t
0.93
t
153
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.5
t
100
t
0.86
t
116
f
null
other
negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.15
t
5.1
t
167
t
1
t
168
f
null
other
negative
26
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
1.2
t
2.5
t
114
t
1.09
t
104
f
null
STMW
negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
3.6
t
139
t
1.53
t
91
f
null
other
negative
68
M
f
f
f
f
f
f
f
f
f
t
f
f
f
f
t
1.9
f
null
t
93
t
0.86
t
108
f
null
SVHC
negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.8
t
143
t
0.87
t
164
f
null
SVI
negative
92
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.3
t
120
t
0.84
t
143
f
null
SVI
negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.06
t
1.9
t
135
t
1.02
t
132
f
null
other
negative
31
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
22
t
1.2
t
146
t
1.21
t
121
f
null
other
negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
2.3
t
120
t
1.01
t
119
f
null
other
negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.3
t
146
t
1
t
146
f
null
SVI
negative
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
3.4
t
201
t
1.08
t
186
f
null
other
negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
2.4
t
91
f
null
f
null
f
null
other
negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.5
t
1.8
t
95
t
0.9
t
106
f
null
other
negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
t
2
t
77
t
0.75
t
103
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
3.2
t
0.9
t
84
t
0.87
t
96
f
null
SVI
sick
34
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
1.9
t
2.1
t
118
t
1.2
t
98
f
null
other
negative
87
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1
t
1.2
t
103
t
0.87
t
118
f
null
SVI
negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
82
t
0.73
t
112
f
null
other
negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.5
t
2.1
t
86
t
0.81
t
107
f
null
other
negative
17
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
f
null
t
134
t
1.03
t
130
f
null
other
negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
t
82
t
0.93
t
88
f
null
other
negative
51
F
f
f
f
f
f
f
f
f
f
f
f
t
f
f
t
5.8
f
null
t
261
t
2.32
t
113
f
null
other
negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
0.5
t
54
t
0.86
t
62
f
null
SVI
sick
59
F
t
f
f
f
f
f
f
t
f
f
f
f
f
f
t
4
t
1.3
t
120
t
0.94
t
128
f
null
other
negative
59
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.1
t
98
t
0.9
t
108
f
null
other
negative
28
F
f
f
t
f
f
f
f
f
f
f
f
f
f
f
t
0.3
t
2.9
t
171
t
1.2
t
143
f
null
other
negative
86
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2
f
null
t
131
t
1.01
t
131
f
null
other
negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
25
t
0.3
t
10
t
1.18
t
8.4
f
null
other
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.4
t
1.3
t
72
t
0.9
t
80
f
null
other
negative
22
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
t
0.56
t
2.7
t
179
t
1.25
t
143
f
null
other
negative
57
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
2.3
t
213
t
1.09
t
195
f
null
other
negative
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.005
t
3.4
t
151
t
0.74
t
203
f
null
other
negative
30
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
t
3.1
t
119
t
1.08
t
109
f
null
other
negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.8
t
225
t
1.68
t
134
f
null
other
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
0.6
t
2.6
t
136
t
1.19
t
114
f
null
SVHC
negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
t
2
t
66
t
0.93
t
71
f
null
SVHC
negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
t
1.5
t
93
t
0.71
t
132
f
null
SVI
negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
t
1.3
t
109
t
1.04
t
105
f
null
other
negative
54
M
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
4.7
f
null
t
120
t
1.01
t
118
f
null
other
negative
38
?
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2.2
t
145
t
1.23
t
118
f
null
SVHC
negative
60
M
f
f
f
t
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.1
t
105
t
1.09
t
97
f
null
SVI
negative
60
?
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
f
null
f
null
f
null
f
null
f
null
other
negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
t
t
1.1
t
2
t
97
t
0.99
t
98
f
null
SVI
negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.2
t
100
t
0.97
t
104
f
null
SVI
negative
66
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.2
t
2.5
t
142
t
1.25
t
113
f
null
other
negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.2
t
2
t
99
t
0.96
t
103
f
null
other
negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
66
F
f
f
f
f
f
f
f
f
t
f
f
f
f
f
f
null
t
2.8
f
null
f
null
f
null
f
null
other
negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.6
t
2
t
111
t
0.8
t
138
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
t
1.8
t
167
t
0.88
t
189
f
null
SVI
negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
24
t
1.7
t
72
t
1.07
t
68
f
null
other
negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.2
t
2.3
t
118
t
1.3
t
91
f
null
other
negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
t
2.4
t
87
t
1.09
t
80
f
null
other
negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.9
t
1.8
t
94
t
0.82
t
115
f
null
SVI
negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.7
t
1.9
t
116
t
0.89
t
130
f
null
other
negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
t
1.5
t
110
t
0.88
t
125
f
null
SVI
negative
29
F
f
f
f
f
t
f
f
f
f
f
f
t
f
f
t
1.4
t
3.4
t
147
t
1.49
t
99
f
null
STMW
negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
12
t
2
f
null
f
null
f
null
f
null
other
negative
56
F
f
f
f
f
f
f
f
t
f
f
f
f
f
f
t
1.4
t
2.3
t
111
t
0.97
t
115
f
null
other
negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
6.7
t
2
t
110
t
1.17
t
94
f
null
other
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
5.4
t
2.2
t
75
t
0.9
t
84
f
null
SVI
negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
f
null
f
null
f
null
f
null
f
null
f
null
other
negative
71
F
f
f
f
f
f
f
f
f
f
f
t
f
f
f
t
0.02
f
null
t
127
t
1.06
t
119
f
null
other
negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.05
t
2.3
t
112
t
1
t
112
f
null
SVI
negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
0.94
t
2.9
t
92
t
0.93
t
100
f
null
SVHC
negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
f
t
1.2
t
2.1
t
85
f
null
f
null
f
null
other
negative
37
F
t
f
f
f
f
f
f
f
f
f
f
f
f
f
t
2.1
t
2.4
t
177
t
1.46
t
122
f
null
other
negative